João Victor Dias
Medical AI Architect • Deeptech • PhD Candidate at FMUSP · building AI that works in clinical practice since 2012. Medical AI Architect Clinical research, products in production and medical education. PhD candidate in Ophthalmological Medical Sciences at the University of São Paulo Medical School (FMUSP).
About
Medical AI Architect
Research, product and education. One focus: health.
João Victor Pacheco Dias designs and maintains the technology backbone of a healthtech ecosystem: the same AI, automations and medical integrations powering the group's companies. Working with data and AI since 2012, he combines clinical research at HC-FMUSP with products in production.One architecture, multiple markets
I design and maintain the AI infrastructure for an ecosystem of digital health companies: each one has a CEO focused on its market, while I make sure the technology is world-class.
Research with real impact: FMUSP
Ongoing PhD in Ophthalmological Medical Sciences (FMUSP). ML pipeline for blink analysis and the NeuroGenetics project (retina × APOE, p<0.05). The lab feeds the products.
Expanding research lines
Oculomics and stroke prevention (INCT-PreAVC), antimicrobial resistance with AI (project started at a Harvard hackathon) and OCT retina segmentation (MICCAI 2026 challenge).
Expertise
Areas of Specialization
More than a decade building AI solutions with impact across industries.
Computer Vision
Computer vision systems for medical and industrial applications.
Natural Language Processing
Advanced natural language processing and text analytics solutions.
Machine Learning
ML algorithms for predictive analytics and intelligent automation.
Technical Leadership
Building and leading Data Science teams across multiple industries.
Healthcare AI
Specialization in AI applications for medicine, especially ophthalmology.
Scientific Organization
P.A.R.A. system adapted for scientific writing and research.
Fintech Innovation
Financial data products and analytics for regulated industries.
Digital Health Ecosystem
Specialized verticals, each with a CEO dedicated to its market. The competitive advantage is the shared architecture: what is built for one company benefits all the others, with startup speed and mature-company reliability.IA para Médicos (CEO: Karine Dias)
The group's revenue engine. Active projects: NeuroApp, NeuroForm, NeuroGenetics, PacienteAlerta, HC-FMUSP. Educational ecosystem with courses and AI assistants for medical scientific writing.
WingsAI (CEO: Eduardo Silva)
Deeptech focused on applied health R&D. AEO Advogados, Blinktracking (PhD), FMUSP AI Unit, WingsAI Podcast.
GeekVision (CEO: Dr. Pedro Carricondo)
Digital products hub for medical AI. AEO Doctors (CDO: Henrique; Medical Advisor: Dr. Maria Fernanda) and BioGeek, statistical analysis for researchers.
ConnectAI / Repport AI (CEO: Marcelo)
Medical sales intelligence and AI-powered report automation.
PacienteAlerta
Treatment adherence and reminder system via WhatsApp. Under clinical validation.
Lyen and Spero Science (CTO)
Since 2026, also partner and CTO at Lyen (medical jobs platform) and CTO at Spero Science AI.
Building medical AI
with real impact?
Open to conversations about technology partnerships, international research
and digital health projects.